AlexNet and the Deep Learning Revolution

What happened

A deep neural network called AlexNet, built by Alex Krizhevsky, Ilya Sutskever, and Geoffrey Hinton and trained on graphics processors, won the ImageNet image-recognition challenge by a huge margin, roughly halving the previous error rate.

Why it matters

AlexNet's dramatic win convinced the field that deep neural networks and GPUs worked, igniting the deep learning revolution that powers modern AI.

Sources

• IEEE Spectrum. How AlexNet Transformed AI and Computer Vision Forever · Peer-reviewed